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DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Python 42,941 4,931 Updated Aug 16, 2026
Python 170 23 Updated Nov 9, 2023

📖 [译] scikit-learn(sklearn) 中文文档

CSS 5,232 1,460 Updated Jul 21, 2023

Fengshenbang-LM(封神榜大模型)是IDEA研究院认知计算与自然语言研究中心主导的大模型开源体系,成为中文AIGC和认知智能的基础设施。

Python 4,125 374 Updated Jun 8, 2026

Implementation of Graph Convolutional Networks in TensorFlow

Python 7,402 2,003 Updated Apr 14, 2023

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

Python 1,701 325 Updated May 22, 2023

State-of-the-Art Embeddings, Retrieval, and Reranking

Python 19,011 2,855 Updated Aug 14, 2026

Hyperbolic Knowledge Graph embeddings.

Python 256 52 Updated Jun 17, 2021

Google Research

Jupyter Notebook 38,540 8,463 Updated Aug 14, 2026

BERT as language model, fork from https://github.com/google-research/bert

Python 248 65 Updated Mar 6, 2024

Open Chinese Language Pre-trained Model Zoo

981 146 Updated Mar 18, 2020

General purpose unsupervised sentence representations

C++ 1,205 257 Updated Aug 3, 2022

EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings (official implementation)

Python 440 83 Updated Apr 7, 2023

wtfpython的中文翻译/持续🚧.../ 能力有限,欢迎帮我改进翻译

Jupyter Notebook 12,709 2,029 Updated Nov 29, 2024

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

Python 4,906 1,242 Updated Feb 24, 2021

Java library and command-line application for converting Scikit-Learn pipelines to PMML

Java 540 117 Updated Aug 10, 2026

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Python 164,125 34,251 Updated Aug 15, 2026

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析,使用PyTorch实现。

Python 2,113 519 Updated Jun 12, 2023

Code for acl2017 paper "An unsupervised neural attention model for aspect extraction"

Python 337 115 Updated Aug 2, 2024

TensorFlow code and pre-trained models for BERT

Python 40,050 9,684 Updated Jul 23, 2024

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Python 21 5 Updated Sep 12, 2018

CRFsuite with partial annotation. Used in our paper 'Domain adaptation for CRF-based Chinese word segmentation using free annotations'

C++ 44 14 Updated Apr 7, 2016

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Python 1,832 447 Updated Apr 25, 2019

中文自然语言处理工具包 Toolkit for Chinese natural language processing

Java 2,685 714 Updated Nov 17, 2023

CRF++-0.58 extended with a few stochastic gradient based optimization routines

C++ 7 3 Updated Oct 12, 2015

ansj分词.ict的真正java实现.分词效果速度都超过开源版的ict. 中文分词,人名识别,词性标注,用户自定义词典

Java 6,519 2,270 Updated Nov 19, 2023